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  • Decision Tree

Decision Tree Courses

Decision tree courses can help you learn how to create, interpret, and optimize decision trees for data analysis, classification, and regression tasks. You can build skills in feature selection, model evaluation, and understanding overfitting versus underfitting. Many courses introduce tools like Python's scikit-learn, R's rpart, and various visualization software, that support implementing decision trees and analyzing their performance in real-world datasets.


Popular Decision Tree Courses and Certifications


  • Status: Free Trial
    Free Trial
    N

    New York University

    Fundamentals of Machine Learning in Finance

    Skills you'll gain: Supervised Learning, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Decision Tree Learning, Machine Learning, Financial Trading, Reinforcement Learning, Scikit Learn (Machine Learning Library), Financial Services, Regression Analysis, Correlation Analysis, Exploratory Data Analysis, Portfolio Management, Python Programming, Artificial Neural Networks

    3.7
    Rating, 3.7 out of 5 stars
    ·
    341 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    CentraleSupélec

    On Strategy : What Managers Can Learn from Philosophy - PART 1

    Skills you'll gain: Innovation, Change Management, Creative Thinking, Cognitive flexibility, Organizational Change, Strategic Leadership, Leadership Studies, Strategic Planning, Decision Making, Business Strategy, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    472 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    Assessment in Higher Education: Professional Development for Teachers

    Skills you'll gain: Constructive Feedback, Higher Education, Instructional Design, Program Standards, Planning, Reliability, Analytical Skills, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
    ·
    418 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Professional IQ: Preventing and Solving Problems at Work

    Skills you'll gain: Active Listening, Influencing, Negotiation, Leadership, Professional Development, Social Skills, Personal Development, Conflict Management, Decision Making, Persuasive Communication, Relationship Building, Business Ethics, Professionalism, Leadership Development, Communication, Ethical Standards And Conduct, Interpersonal Communications, Empathy, Business Leadership, Initiative and Leadership

    4.6
    Rating, 4.6 out of 5 stars
    ·
    140 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Management Fundamentals

    Skills you'll gain: People Management, Employee Performance Management, Leadership and Management, Decision Making, Organizational Change, Organizational Structure, Performance Appraisal, Team Motivation, Diversity Equity and Inclusion Initiatives, Compensation Management, Job Analysis, Recruitment, Leadership, Change Management, Constructive Feedback

    4.7
    Rating, 4.7 out of 5 stars
    ·
    524 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of California, Irvine

    Diversity and Inclusion for HR Professionals

    Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity and Inclusion, Diversity Awareness, Workplace inclusivity, Cultural Responsiveness, Cultural Diversity, Human Resources, Human Resource Strategy, Employee Engagement, Ideation, Decision Making, Recruitment, Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    240 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Introduction to Data Analytics for Business

    Skills you'll gain: Data Governance, Data Management, Business Analytics, Analytics, Data Quality, Data Ethics, Data Analysis, Business Intelligence, Big Data, Organizational Structure, Data-Driven Decision-Making, Data Access, Relational Databases, SQL, Data Storage, Cloud Computing

    4.7
    Rating, 4.7 out of 5 stars
    ·
    3.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Solución de problemas y toma de decisiones

    Skills you'll gain: Creative Thinking, Cognitive flexibility, Critical Thinking and Problem Solving, Brainstorming, Problem Solving, Ideation, Decision Making, Complex Problem Solving, Innovation, Overcoming Obstacles, Staff Management, Collaboration, Leadership, Employee Engagement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    726 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Python Programming Fundamentals

    Skills you'll gain: Version Control, GitHub, Debugging, Git (Version Control System), Unit Testing, Data Structures, Data Manipulation, Python Programming, Software Testing, Scripting, Computer Programming, Web Development, Algorithms, Integrated Development Environments, Object Oriented Programming (OOP), Jupyter

    4.5
    Rating, 4.5 out of 5 stars
    ·
    493 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Predictive Modeling and Analytics

    Skills you'll gain: Predictive Analytics, Logistic Regression, Exploratory Data Analysis, Data Visualization, Data Modeling, Business Analytics, Data Analysis, Statistical Modeling, Regression Analysis, Data Preprocessing, Supervised Learning, Decision Tree Learning, Data Cleansing, Artificial Neural Networks

    3.6
    Rating, 3.6 out of 5 stars
    ·
    605 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    e

    emlyon business school

    Effectuation : l'entrepreneuriat pour tous

    Skills you'll gain: Entrepreneurship, Dealing With Ambiguity, Business, Stakeholder Management, Creative Problem-Solving, Business Strategies, Business Risk Management, Resourcefulness, Decision Making, Growth Mindedness, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    231 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fractal Analytics

    Foundations of Machine Learning

    Skills you'll gain: Model Evaluation, Model Deployment, Machine Learning, Supervised Learning, Regression Analysis, Decision Tree Learning, Feature Engineering, Data Preprocessing, Unsupervised Learning, Predictive Modeling, Logistic Regression, Anomaly Detection, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 3 Months

Searches related to decision tree

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In summary, here are 10 of our most popular decision tree courses

  • Fundamentals of Machine Learning in Finance: New York University
  • On Strategy : What Managers Can Learn from Philosophy - PART 1: CentraleSupélec
  • Assessment in Higher Education: Professional Development for Teachers: Erasmus University Rotterdam
  • Professional IQ: Preventing and Solving Problems at Work: University of Illinois Urbana-Champaign
  • Management Fundamentals: University of Pennsylvania
  • Diversity and Inclusion for HR Professionals: University of California, Irvine
  • Introduction to Data Analytics for Business: University of Colorado Boulder
  • Solución de problemas y toma de decisiones: Universidad Nacional Autónoma de México
  • Python Programming Fundamentals: Microsoft
  • Predictive Modeling and Analytics : University of Colorado Boulder

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Google Cloud Platform (18)
Application Programming Interfaces (17)
Data Structure (16)
Problem Solving (14)
Object-oriented Programming (13)
Kubernetes (10)
List & Label (10)

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